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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
| Total | Winrate shifts | Timings | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Std.Dev | |
 | Ghost Scepter | 246 | 6.67% | 51.2 | 54.07% | +5.38% | -4.07% | -9.81% | -0.53% | 30:37 | 12:05 | 24:41 | 29:14 | 35:29 | 1:02:39 | 08:00 |
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Hero | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Oracle | 5 | 55.56% | 100.0 | 80.00% | +55.00% | -80.00% | +20.00% | 7.67% | 30:11 | 21:18 | 21:18 | 24:07 | 34:20 | 48:26 | 13:02 | 09:39 |
 | Lina | 4 | 9.52% | 97.7 | 100.00% | +68.42% | 0.00% | 0.00% | 0.00% | 27:35 | 24:59 | 24:59 | 25:03 | 28:22 | 31:57 | 03:23 | 02:30 |
 | Puck | 7 | 14.58% | 95.3 | 85.71% | +34.49% | -35.71% | +14.29% | 0.00% | 28:39 | 21:34 | 24:02 | 28:43 | 32:43 | 36:07 | 08:41 | 06:25 |
 | Sand King | 34 | 22.97% | 93.0 | 61.76% | +16.15% | +4.91% | +0.74% | -0.74% | 32:13 | 17:59 | 28:22 | 31:21 | 34:01 | 49:04 | 05:39 | 04:11 |
 | Ogre Magi | 3 | 8.82% | 90.7 | 100.00% | +51.61% | 0.00% | 0.00% | 0.00% | 38:05 | 34:49 | 34:49 | 36:38 | 42:48 | 42:48 | 07:59 | 05:54 |
 | Lion | 2 | 15.38% | 88.4 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 27:23 | 26:45 | 26:45 | 28:01 | 28:01 | 28:01 | 01:16 | 00:56 |
 | Shadow Demon | 9 | 15.52% | 86.0 | 66.67% | +13.61% | -16.67% | -16.67% | 0.00% | 27:11 | 21:45 | 23:12 | 27:10 | 28:33 | 35:48 | 05:21 | 03:57 |
 | Grimstroke | 17 | 16.04% | 83.7 | 58.82% | +17.25% | +41.18% | -33.82% | -13.51% | 28:35 | 20:19 | 23:41 | 27:14 | 29:14 | 46:49 | 05:33 | 04:06 |
 | Io | 11 | 14.47% | 81.4 | 63.64% | +11.33% | +36.36% | -30.31% | -57.97% | 30:14 | 25:23 | 27:19 | 28:10 | 28:28 | 42:47 | 01:09 | 00:51 |
 | Leshrac | 4 | 10.26% | 79.1 | 75.00% | +20.71% | -75.00% | +25.00% | 0.00% | 28:39 | 18:39 | 18:39 | 21:40 | 33:50 | 40:27 | 15:11 | 11:14 |
 | Crystal Maiden | 1 | 16.67% | 76.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 00:00 | 00:00 |
 | Jakiro | 6 | 40.00% | 74.4 | 50.00% | -38.89% | 0.00% | -50.00% | -3.24% | 28:24 | 16:22 | 21:50 | 23:38 | 37:17 | 42:10 | 15:27 | 11:26 |
 | Queen of Pain | 2 | 4.55% | 72.1 | 100.00% | +52.38% | 0.00% | 0.00% | 0.00% | 26:06 | 21:45 | 21:45 | 30:26 | 30:26 | 30:26 | 08:41 | 06:25 |
 | Death Prophet | 16 | 15.38% | 69.8 | 50.00% | -7.95% | -25.00% | 0.00% | 2.69% | 26:00 | 18:03 | 19:27 | 25:14 | 28:44 | 42:50 | 09:17 | 06:52 |
 | Mirana | 6 | 7.41% | 67.4 | 66.67% | +10.67% | -16.67% | +33.33% | 0.00% | 33:01 | 22:46 | 27:08 | 27:25 | 37:08 | 52:10 | 10:00 | 07:24 |
 | Lich | 4 | 44.44% | 65.1 | 50.00% | +10.00% | -50.00% | -50.00% | 0.00% | 30:45 | 26:36 | 26:36 | 27:20 | 32:07 | 36:57 | 05:31 | 04:05 |
 | Techies | 1 | 14.29% | 62.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:55 | 23:55 | 23:55 | 23:55 | 23:55 | 23:55 | 00:00 | 00:00 |
 | Undying | 8 | 20.51% | 60.5 | 50.00% | +20.97% | -50.00% | 0.00% | 3.06% | 28:42 | 13:46 | 18:41 | 23:22 | 35:02 | 57:45 | 16:21 | 12:06 |
 | Void Spirit | 5 | 11.36% | 58.1 | 60.00% | +6.15% | -60.00% | +40.00% | 0.00% | 34:59 | 27:43 | 27:43 | 36:28 | 38:00 | 40:41 | 10:17 | 07:37 |
 | Skywrath Mage | 12 | 26.09% | 55.8 | 41.67% | -23.04% | -8.34% | -8.34% | 0.00% | 27:59 | 17:54 | 23:15 | 24:42 | 30:16 | 40:22 | 07:01 | 05:11 |
 | Rubick | 9 | 18.75% | 53.5 | 44.44% | -6.84% | +5.56% | +5.56% | 0.00% | 31:52 | 17:51 | 24:46 | 32:31 | 36:30 | 43:15 | 11:44 | 08:41 |
 | Legion Commander | 1 | 7.14% | 51.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:10 | 42:10 | 42:10 | 42:10 | 42:10 | 42:10 | 00:00 | 00:00 |
 | Bane | 5 | 5.15% | 48.8 | 60.00% | +2.39% | -60.00% | -60.00% | 0.00% | 36:07 | 30:25 | 30:25 | 34:52 | 38:12 | 42:57 | 07:47 | 05:45 |
 | Ancient Apparition | 4 | 20.00% | 46.5 | 50.00% | +6.25% | -50.00% | +50.00% | 0.00% | 31:21 | 21:48 | 21:48 | 31:03 | 32:08 | 40:25 | 10:20 | 07:39 |
 | Tusk | 3 | 6.38% | 44.2 | 66.67% | +21.22% | +33.33% | 0.00% | 0.00% | 29:22 | 26:40 | 26:40 | 30:26 | 30:59 | 30:59 | 04:19 | 03:11 |
 | Nyx Assassin | 4 | 16.67% | 41.9 | 50.00% | +5.00% | -50.00% | +50.00% | 0.00% | 33:19 | 25:52 | 25:52 | 29:34 | 37:45 | 40:05 | 11:53 | 08:48 |
 | Hoodwink | 9 | 9.28% | 39.5 | 44.44% | +4.67% | +5.56% | +5.56% | 0.00% | 35:03 | 17:07 | 24:28 | 36:11 | 42:37 | 47:06 | 18:09 | 13:26 |
 | Phoenix | 1 | 4.55% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:34 | 36:34 | 36:34 | 36:34 | 36:34 | 36:34 | 00:00 | 00:00 |
 | Batrider | 1 | 4.35% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:18 | 34:18 | 34:18 | 34:18 | 34:18 | 34:18 | 00:00 | 00:00 |
 | Keeper of the Light | 21 | 28.00% | 32.6 | 28.57% | -30.69% | +11.43% | -28.57% | -3.04% | 27:53 | 12:05 | 19:38 | 28:05 | 32:47 | 52:16 | 13:09 | 09:44 |
 | Weaver | 1 | 2.04% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:59 | 39:59 | 39:59 | 39:59 | 39:59 | 39:59 | 00:00 | 00:00 |
 | Earth Spirit | 7 | 22.58% | 27.9 | 28.57% | -25.60% | +21.43% | -28.57% | -1.98% | 33:37 | 13:03 | 18:06 | 36:41 | 43:22 | 49:48 | 25:16 | 18:42 |
 | Abaddon | 2 | 4.76% | 25.6 | 50.00% | -25.00% | -50.00% | 0.00% | 0.00% | 29:49 | 21:03 | 21:03 | 38:35 | 38:35 | 38:35 | 17:32 | 12:59 |
 | Timbersaw | 2 | 4.65% | 23.3 | 50.00% | -6.10% | -50.00% | 0.00% | 0.00% | 21:43 | 20:57 | 20:57 | 22:28 | 22:28 | 22:28 | 01:31 | 01:07 |
 | Clockwerk | 3 | 10.00% | 20.9 | 33.33% | -3.71% | -33.33% | 0.00% | 1.54% | 41:32 | 33:45 | 33:45 | 35:24 | 55:26 | 55:26 | 21:41 | 16:03 |
 | Snapfire | 5 | 9.62% | 18.6 | 20.00% | -5.53% | -20.00% | -20.00% | 0.00% | 29:00 | 24:10 | 24:10 | 25:32 | 31:38 | 39:07 | 07:28 | 05:31 |
 | Tiny | 4 | 2.72% | 16.3 | 25.00% | -33.04% | -25.00% | +75.00% | 0.00% | 26:22 | 16:45 | 16:45 | 24:41 | 28:26 | 35:37 | 11:41 | 08:39 |
 | Storm Spirit | 1 | 0.97% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:38 | 25:38 | 25:38 | 25:38 | 25:38 | 25:38 | 00:00 | 00:00 |
 | Monkey King | 1 | 1.89% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:39 | 1:02:39 | 1:02:39 | 1:02:39 | 1:02:39 | 1:02:39 | 00:00 | 00:00 |
 | Enchantress | 1 | 1.79% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 00:00 | 00:00 |
 | Pugna | 1 | 1.72% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:12 | 50:12 | 50:12 | 50:12 | 50:12 | 50:12 | 00:00 | 00:00 |
 | Shadow Shaman | 2 | 4.76% | 4.7 | 0.00% | -57.50% | 0.00% | 0.00% | 0.00% | 40:02 | 36:54 | 36:54 | 43:10 | 43:10 | 43:10 | 06:16 | 04:38 |
 | Dawnbreaker | 1 | 7.14% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:52 | 54:52 | 54:52 | 54:52 | 54:52 | 54:52 | 00:00 | 00:00 |